Dataset Versions

v10

2024-09-02 5:47am

Generated on Sep 2, 2024

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Dataset Split

Train Set 82%
6221Images
Valid Set 12%
871Images
Test Set 6%
461Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
Filter Null: Require at least 99% of images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Hue: Between -21° and +21°
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 3px
Noise: Up to 0.1% of pixels

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Fruits
Annotate
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test
Labels
Attributes
Raw Data

Annotations

Group:
fruits

CLASSES

LAYERS

 
mango
1

Unused Classes

capcisum
capsicum
greenapple
orange
redapple

Tags

No Tags Applied
Type and select tags below to add them to the image.

Attributes

image_1209.png

640x640
0.41MP

Updated Mar 10, 56641

5:47AM
GMT+00:00

Generated by Roboflow

Testing Set

Transforms

Auto-Orient Applied
Static Crop X: 25% to 75%
Y: 25% to 75%
Tile Row: 1 of 2
Column: 1 of 2
Resize Stretch to 640x640
Auto-Adjust Contrast Contrast Stretching

Annotation History

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Raw Data

{
    "camera": "Generated by Roboflow",
    "classes": {
        "capcisum": 1152,
        "capsicum": 183,
        "greenapple": 1371,
        "mango": 1375,
        "orange": 1343,
        "redapple": 1305
    },
    "datasets": [
        "nMXLTLnDHemcFGfXHiAC"
    ],
    "destination": "8bf3cd75768eaa24333f0e9520929116",
    "height": 640,
    "id": "5okEvFGkGXHGY4nVFe8z",
    "label": [],
    "labels": [],
    "name": "image_1209.png",
    "numSteps": 5,
    "owner": "NKiRJz8AIyRpCcIZWrQGEGmirQg2",
    "preprocessing": [
        "auto-orient",
        "static-crop:[25,75,25,75]",
        "tile:[0,0,2,2]",
        "resize:[\"Stretch to\",640,640]",
        "auto-contrast:[\"Contrast Stretching\"]"
    ],
    "preprocessingParsed": [
        {
            "name": "Auto-Orient",
            "value": "Applied"
        },
        {
            "name": "Static Crop",
            "value": "X: 25% to 75%<br/>Y: 25% to 75%"
        },
        {
            "name": "Tile",
            "value": "Row: 1 of 2<br/>Column: 1 of 2"
        },
        {
            "name": "Resize",
            "value": "Stretch to 640x640"
        },
        {
            "name": "Auto-Adjust Contrast",
            "value": "Contrast Stretching"
        }
    ],
    "source": "5okEvFGkGXHGY4nVFe8z",
    "split": "test",
    "split.nMXLTLnDHemcFGfXHiAC.10": "test",
    "split.nMXLTLnDHemcFGfXHiAC.9": "test",
    "status": "generated",
    "transforms": "[\n    \"auto-orient\",\n    \"static-crop:[25,75,25,75]\",\n    \"tile:[0,0,2,2]\",\n    \"resize:[\\\"Stretch to\\\",640,640]\",\n    \"auto-contrast:[\\\"Contrast Stretching\\\"]\"\n]",
    "updated": 1725256043269,
    "updatedDate": "Mar 10, 56641",
    "updatedTime": "5:47AM",
    "updatedTimezone": "+00:00",
    "versions": [
        "nMXLTLnDHemcFGfXHiAC/10",
        "nMXLTLnDHemcFGfXHiAC/9"
    ],
    "width": 640
}
{
    "boxes": [
        {
            "label": "mango",
            "x": 384,
            "y": 474.5,
            "width": 512,
            "height": 330.5
        }
    ],
    "height": 640,
    "key": "image_1209.jpg",
    "width": 640
}

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